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The realization of information technology-based big data analysis in personalized ideological and political education in colleges and universities

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21 mars 2025
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Figure 1.

Teaching system design results
Teaching system design results

Figure 2.

Collect the data of the cancellation fee of a cartoon system
Collect the data of the cancellation fee of a cartoon system

Figure 3.

The distribution of students in clustering
The distribution of students in clustering

Figure 4.

The periodic test of the comparison class and the experimental
The periodic test of the comparison class and the experimental

Figure 5.

The distribution of the comparison class and the experimental class
The distribution of the comparison class and the experimental class

Analysis and analysis of single factor variance analysis

Average score Standard deviation Significance level
Test 1 70.14 13.16 P<0.01
Test 2 92.23 3.22
B group 88.36 6.42 P=0.004
A group 92.23 3.22

Student achievement and cartoon consumption data correlation analysis

ID Support Confidence Degree of ascension
1 0.068956 0.475282 1.1524
2 0.065254 0.522367 1.2935
3 0.056204 0.480214 1.1920
4 0.179532 0.452312 1.2014
5 0.175268 0.475268 1.2536
6 0.156231 0.462187 1.2125
7 0.134029 0.433257 1.1653
8 0.110022 0.241587 1.1235
9 0.110022 0.312240 1.4026
10 0.112357 0.274295 1.2548